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Hypothesis


IF we uniformly display the Quick ATC (Add to Cart) for all products on the PLP (Product Listing Page)

THEN the ARPU increases

BECAUSE users can complete their shopping list faster without wasting unnecessary clicks.


Outcomes and Implications

Psychological Mechanism Cognitive Ease / Effort Reduction
Predicted Winrate No info on this hypothesis
Strategic Implication Standardize Quick Add to Cart buttons across PLPs to streamline purchase flow.